diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 061b1abc8..efcf14ba6 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -34,12 +34,12 @@ repos: - id: codespell args: [ '--ignore-words-list', 'DOTA' ] - repo: https://github.com/executablebooks/mdformat - rev: 0.7.14 + rev: 0.7.9 hooks: - id: mdformat args: ["--number"] additional_dependencies: - - mdformat-gfm + - mdformat-openmmlab - mdformat_frontmatter - linkify-it-py - repo: https://github.com/myint/docformatter diff --git a/docs/zh_cn/faq.md b/docs/zh_cn/faq.md index 141a5521c..4064abaee 100644 --- a/docs/zh_cn/faq.md +++ b/docs/zh_cn/faq.md @@ -8,14 +8,14 @@ MMRotate 和 MMCV, MMDet 版本兼容性如下所示，需要安装正确的版本以避免安装出现问题。 -| MMRotate 版本 | MMCV 版本 | MMDetection 版本 | -| :---------: | :-----------------------: | :-------------: | -| main | mmcv-full>=1.5.0, \<1.6.0 | mmdet >= 2.22.0 | -| 0.3.1 | mmcv-full>=1.5.0, \<1.6.0 | mmdet >= 2.22.0 | -| 0.3.0 | mmcv-full>=1.4.5, \<1.6.0 | mmdet >= 2.22.0 | -| 0.2.0 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | -| 0.1.1 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | -| 0.1.0 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | +| MMRotate 版本 | MMCV 版本 | MMDetection 版本 | +| :-----------: | :-----------------------: | :--------------: | +| main | mmcv-full>=1.5.0, \<1.6.0 | mmdet >= 2.22.0 | +| 0.3.1 | mmcv-full>=1.5.0, \<1.6.0 | mmdet >= 2.22.0 | +| 0.3.0 | mmcv-full>=1.4.5, \<1.6.0 | mmdet >= 2.22.0 | +| 0.2.0 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | +| 0.1.1 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | +| 0.1.0 | mmcv-full>=1.4.5, \<1.5.0 | mmdet >= 2.19.0 | - "No module named 'mmcv.ops'"; "No module named 'mmcv.\_ext'". diff --git a/docs/zh_cn/model_zoo.md b/docs/zh_cn/model_zoo.md index ffc321126..754aeeef1 100644 --- a/docs/zh_cn/model_zoo.md +++ b/docs/zh_cn/model_zoo.md @@ -24,49 +24,49 @@ ### DOTA v1.0 数据集上的结果 -| 骨干网络 | mAP | 角度编码方式 | 训练策略 | 显存占用 (GB) | 推理时间 (fps) | 增强方法 | 批量大小 | 配置 | 下载 | -| :------------------------: | :---: | :----: | :--: | :-------: | :--------: | :---: | :--: | :-----------------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | -| ResNet50 (1024,1024,200) | 59.44 | oc | 1x | 3.45 | 15.6 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../../configs/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json) | -| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 15.7 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../../configs/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json) | -| ResNet50 (1024,1024,200) | 65.59 | oc | 1x | 3.12 | 18.5 | - | 2 | [rotated_atss_hbb_r50_fpn_1x_dota_oc](../../configs/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc/rotated_atss_hbb_r50_fpn_1x_dota_oc-eaa94033.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc/rotated_atss_hbb_r50_fpn_1x_dota_oc_20220402_002230.log.json) | -| ResNet50 (1024,1024,200) | 66.45 | oc | 1x | 3.53 | 15.3 | - | 2 | [sasm_reppoints_r50_fpn_1x_dota_oc](../../configs/sasm/sasm_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/sasm/sasm_reppoints_r50_fpn_1x_dota_oc/sasm_reppoints_r50_fpn_1x_dota_oc-6d9edded.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/sasm/sasm_reppoints_r50_fpn_1x_dota_oc/sasm_reppoints_r50_fpn_1x_dota_oc_20220205_144938.log.json) | -| ResNet50 (1024,1024,200) | 68.42 | le90 | 1x | 3.38 | 16.9 | - | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_le90](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90/rotated_retinanet_obb_r50_fpn_1x_dota_le90-c0097bc4.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90/rotated_retinanet_obb_r50_fpn_1x_dota_le90_20220128_130740.log.json) | -| ResNet50 (1024,1024,200) | 68.79 | le90 | 1x | 2.36 | 22.4 | - | 2 | [rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90](../../configs/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90-01de71b5.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90_20220303_183714.log.json) | -| ResNet50 (1024,1024,200) | 69.49 | le135 | 1x | 4.05 | 8.6 | - | 2 | [g_reppoints_r50_fpn_1x_dota_le135](../../configs/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135-b840eed7.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135_20220202_233631.log.json) | -| ResNet50 (1024,1024,200) | 69.51 | le90 | 1x | 4.40 | 24.0 | - | 2 | [rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90](../../configs/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90-b4271aed.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90_20220321_010033.log.json) | -| ResNet50 (1024,1024,200) | 69.55 | oc | 1x | 3.39 | 15.5 | - | 2 | [rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc](../../configs/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc-41fd7805.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc_20220120_152421.log.json) | -| ResNet50 (1024,1024,200) | 69.60 | le90 | 1x | 3.38 | 15.1 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90-03e02f75.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90_20220209_173225.log.json) | -| ResNet50 (1024,1024,200) | 69.63 | le135 | 1x | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_1x_dota_le135](../../configs/cfa/cfa_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135-aed1cbc6.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135_20220205_144859.log.json) | -| ResNet50 (1024,1024,200) | 69.76 | oc | 1x | 3.39 | 15.6 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc-c00be030.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc_20220126_081643.log.json) | -| ResNet50 (1024,1024,200) | 69.77 | le135 | 1x | 3.38 | 15.3 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135-0eaa4156.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135_20220209_173257.log.json) | -| ResNet50 (1024,1024,200) | 69.79 | le135 | 1x | 3.38 | 17.2 | - | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_le135](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135/rotated_retinanet_obb_r50_fpn_1x_dota_le135-e4131166.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135/rotated_retinanet_obb_r50_fpn_1x_dota_le135_20220128_130755.log.json) | -| ResNet50 (1024,1024,200) | 69.80 | oc | 1x | 3.54 | 12.4 | - | 2 | [r3det_r50_fpn_1x_dota_oc](../../configs/r3det/r3det_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc-b1fb045c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc_20220126_191226.log.json) | -| ResNet50 (1024,1024,200) | 69.94 | oc | 1x | 3.39 | 15.6 | - | 2 | [rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc](../../configs/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc-49c1f937.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc_20220125_201832.log.json) | -| ResNet50 (1024,1024,200) | 70.18 | oc | 1x | 3.23 | 15.6 | - | 2 | [r3det_tiny_r50_fpn_1x_dota_oc](../../configs/r3det/r3det_tiny_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_tiny_r50_fpn_1x_dota_oc/r3det_tiny_r50_fpn_1x_dota_oc-c98a616c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_tiny_r50_fpn_1x_dota_oc/r3det_tiny_r50_fpn_1x_dota_oc_20220209_171624.log.json) | -| ResNet50 (1024,1024,200) | 70.64 | le90 | 1x | 3.12 | 18.2 | - | 2 | [rotated_atss_obb_r50_fpn_1x_dota_le90](../../configs/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90/rotated_atss_obb_r50_fpn_1x_dota_le90-e029ca06.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90/rotated_atss_obb_r50_fpn_1x_dota_le90_20220402_002048.log.json) | -| ResNet50 (1024,1024,200) | 70.70 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_sep_angle_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90-0be71a0c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90_20220409_023250.log.json) | -| ResNet50 (1024,1024,200) | 71.28 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90/rotated_fcos_r50_fpn_1x_dota_le90-d87568ed.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90/rotated_fcos_r50_fpn_1x_dota_le90_20220413_163526.log.json) | -| ResNet50 (1024,1024,200) | 71.76 | le90 | 1x | 4.23 | | - | 2 | [rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90-4e044ad2.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90_20220409_080616.log.json) | -| ResNet50 (1024,1024,200) | 71.83 | oc | 1x | 3.54 | 12.4 | - | 2 | [r3det_kld_r50_fpn_1x_dota_oc](../../configs/kld/r3det_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_kld_r50_fpn_1x_dota_oc/r3det_kld_r50_fpn_1x_dota_oc-31866226.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_kld_r50_fpn_1x_dota_oc/r3det_kld_r50_fpn_1x_dota_oc_20220210_114049.log.json) | -| ResNet50 (1024,1024,200) | 71.89 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_kld_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90/rotated_fcos_kld_r50_fpn_1x_dota_le90-ecafdb2b.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90/rotated_fcos_kld_r50_fpn_1x_dota_le90_20220409_202939.log.json) | -| ResNet50 (1024,1024,200) | 72.29 | le135 | 1x | 3.19 | 18.8 | - | 2 | [rotated_atss_obb_r50_fpn_1x_dota_le135](../../configs/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135/rotated_atss_obb_r50_fpn_1x_dota_le135-eab7bc12.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135/rotated_atss_obb_r50_fpn_1x_dota_le135_20220402_002138.log.json) | -| ResNet50 (1024,1024,200) | 72.68 | oc | 1x | 3.62 | 12.2 | - | 2 | [r3det_kfiou_ln_r50_fpn_1x_dota_oc](../../configs/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc-8e7f049d.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc_20220123_074507.log.json) | -| ResNet50 (1024,1024,200) | 72.76 | oc | 1x | 3.44 | 14.0 | - | 2 | [r3det_tiny_kld_r50_fpn_1x_dota_oc](../../configs/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc/r3det_tiny_kld_r50_fpn_1x_dota_oc-589e142a.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc/r3det_tiny_kld_r50_fpn_1x_dota_oc_20220209_172917.log.json) | -| ResNet50 (1024,1024,200) | 73.23 | le90 | 1x | 8.45 | 16.4 | - | 2 | [gliding_vertex_r50_fpn_1x_dota_le90](../../configs/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90-12e7423c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90_20220129_085529.log.json) | -| ResNet50 (1024,1024,200) | 73.40 | le90 | 1x | 8.46 | 16.5 | - | 2 | [rotated_faster_rcnn_r50_fpn_1x_dota_le90](../../configs/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90-0393aa5c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90_20220131_082156.log.json) | -| ResNet50 (1024,1024,200) | 73.45 | oc | 40e | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_40e_dota_oc](../../configs/cfa/cfa_r50_fpn_40e_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc-2f387232.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc_20220209_171237.log.json) | -| ResNet50 (1024,1024,200) | 73.91 | le135 | 1x | 3.14 | 15.5 | - | 2 | [s2anet_r50_fpn_1x_dota_le135](../../configs/s2anet/s2anet_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_1x_dota_le135/s2anet_r50_fpn_1x_dota_le135-5dfcf396.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_1x_dota_le135/s2anet_r50_fpn_1x_dota_le135_20220124_163529.log.json) | -| ResNet50 (1024,1024,200) | 74.19 | le135 | 1x | 2.17 | 17.4 | - | 2 | [s2anet_r50_fpn_fp16_1x_dota_le135](../../configs/s2anet_r50_fpn_fp16_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_fp16_1x_dota_le135/s2anet_r50_fpn_fp16_1x_dota_le135-5cac515c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_fp16_1x_dota_le135/s2anet_r50_fpn_fp16_1x_dota_le135_20220303_194910.log.json) | -| ResNet50 (1024,1024,200) | 75.63 | le90 | 1x | 7.37 | 21.2 | - | 2 | [oriented_rcnn_r50_fpn_fp16_1x_dota_le90](../../configs/oriented_rcnn_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_fp16_1x_dota_le90/oriented_rcnn_r50_fpn_fp16_1x_dota_le90-57c88621.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_fp16_1x_dota_le90/oriented_rcnn_r50_fpn_fp16_1x_dota_le90_20220303_195049.log.json) | -| ResNet50 (1024,1024,200) | 75.69 | le90 | 1x | 8.46 | 16.2 | - | 2 | [oriented_rcnn_r50_fpn_1x_dota_le90](../../configs/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90/oriented_rcnn_r50_fpn_1x_dota_le90-6d2b2ce0.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90/oriented_rcnn_r50_fpn_1x_dota_le90_20220127_100150.log.json) | -| ResNet50 (1024,1024,200) | 75.75 | le90 | 1x | 7.56 | 19.3 | - | 2 | [roi_trans_r50_fpn_fp16_1x_dota_le90](../../configs/roi_trans_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_fp16_1x_dota_le90/roi_trans_r50_fpn_fp16_1x_dota_le90-62eb88b1.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_fp16_1x_dota_le90/roi_trans_r50_fpn_fp16_1x_dota_le90_20220303_193513.log.json) | -| ReResNet50 (1024,1024,200) | 75.99 | le90 | 1x | 7.71 | 13.3 | - | 2 | [redet_re50_refpn_fp16_1x_dota_le90](../../configs/redet_re50_refpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_refpn_fp16_1x_dota_le90/redet_re50_refpn_fp16_1x_dota_le90-1e34da2d.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_refpn_fp16_1x_dota_le90/redet_re50_refpn_fp16_1x_dota_le90_20220303_194725.log.json) | -| ResNet50 (1024,1024,200) | 76.08 | le90 | 1x | 8.67 | 14.4 | - | 2 | [roi_trans_r50_fpn_1x_dota_le90](../../configs/roi_trans/roi_trans_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_le90/roi_trans_r50_fpn_1x_dota_le90-d1f0b77a.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_le90/roi_trans_r50_fpn_1x_dota_le90_20220130_132727.log.json) | -| ResNet50 (1024,1024,500) | 76.50 | le90 | 1x | | 17.5 | MS+RR | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90-1da1ec9c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90_20220210_114843.log.json) | -| ReResNet50 (1024,1024,200) | 76.68 | le90 | 1x | 9.32 | 10.9 | - | 2 | [redet_re50_refpn_1x_dota_le90](../../configs/redet/redet_re50_refpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_le90/redet_re50_fpn_1x_dota_le90-724ab2da.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_le90/redet_re50_fpn_1x_dota_le90_20220130_132751.log.json) | -| Swin-tiny (1024,1024,200) | 77.51 | le90 | 1x | | 10.9 | - | 2 | [roi_trans_swin_tiny_fpn_1x_dota_le90](../../configs/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90/roi_trans_swin_tiny_fpn_1x_dota_le90-ddeee9ae.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90/roi_trans_swin_tiny_fpn_1x_dota_le90_20220131_083622.log.json) | -| ResNet50 (1024,1024,500) | 79.66 | le90 | 1x | | 14.4 | MS+RR | 2 | [roi_trans_r50_fpn_1x_dota_ms_rr_le90](../../configs/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90/roi_trans_r50_fpn_1x_dota_ms_rr_le90-fa99496f.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90/roi_trans_r50_fpn_1x_dota_ms_rr_le90_20220205_171729.log.json) | -| ReResNet50 (1024,1024,500) | 79.87 | le90 | 1x | | 10.9 | MS+RR | 2 | [redet_re50_refpn_1x_dota_ms_rr_le90](../../configs/redet/redet_re50_refpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_ms_rr_le90/redet_re50_fpn_1x_dota_ms_rr_le90-fc9217b5.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_ms_rr_le90/redet_re50_fpn_1x_dota_ms_rr_le90_20220206_105343.log.json) | +| 骨干网络 | mAP | 角度编码方式 | 训练策略 | 显存占用 (GB) | 推理时间 (fps) | 增强方法 | 批量大小 | 配置 | 下载 | +| :------------------------: | :---: | :----------: | :------: | :-----------: | :------------: | :------: | :------: | :-----------------------------------------------------------------------------------------------------------------------------------------------: | :----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------: | +| ResNet50 (1024,1024,200) | 59.44 | oc | 1x | 3.45 | 15.6 | - | 2 | [rotated_reppoints_r50_fpn_1x_dota_oc](../../configs/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc-d38ce217.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_reppoints/rotated_reppoints_r50_fpn_1x_dota_oc/rotated_reppoints_r50_fpn_1x_dota_oc_20220205_145010.log.json) | +| ResNet50 (1024,1024,200) | 64.55 | oc | 1x | 3.38 | 15.7 | - | 2 | [rotated_retinanet_hbb_r50_fpn_1x_dota_oc](../../configs/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc-e8a7c7df.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_hbb_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_r50_fpn_1x_dota_oc_20220121_095315.log.json) | +| ResNet50 (1024,1024,200) | 65.59 | oc | 1x | 3.12 | 18.5 | - | 2 | [rotated_atss_hbb_r50_fpn_1x_dota_oc](../../configs/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc/rotated_atss_hbb_r50_fpn_1x_dota_oc-eaa94033.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_hbb_r50_fpn_1x_dota_oc/rotated_atss_hbb_r50_fpn_1x_dota_oc_20220402_002230.log.json) | +| ResNet50 (1024,1024,200) | 66.45 | oc | 1x | 3.53 | 15.3 | - | 2 | [sasm_reppoints_r50_fpn_1x_dota_oc](../../configs/sasm/sasm_reppoints_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/sasm/sasm_reppoints_r50_fpn_1x_dota_oc/sasm_reppoints_r50_fpn_1x_dota_oc-6d9edded.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/sasm/sasm_reppoints_r50_fpn_1x_dota_oc/sasm_reppoints_r50_fpn_1x_dota_oc_20220205_144938.log.json) | +| ResNet50 (1024,1024,200) | 68.42 | le90 | 1x | 3.38 | 16.9 | - | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_le90](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90/rotated_retinanet_obb_r50_fpn_1x_dota_le90-c0097bc4.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le90/rotated_retinanet_obb_r50_fpn_1x_dota_le90_20220128_130740.log.json) | +| ResNet50 (1024,1024,200) | 68.79 | le90 | 1x | 2.36 | 22.4 | - | 2 | [rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90](../../configs/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90-01de71b5.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_r50_fpn_fp16_1x_dota_le90_20220303_183714.log.json) | +| ResNet50 (1024,1024,200) | 69.49 | le135 | 1x | 4.05 | 8.6 | - | 2 | [g_reppoints_r50_fpn_1x_dota_le135](../../configs/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135-b840eed7.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/g_reppoints/g_reppoints_r50_fpn_1x_dota_le135/g_reppoints_r50_fpn_1x_dota_le135_20220202_233631.log.json) | +| ResNet50 (1024,1024,200) | 69.51 | le90 | 1x | 4.40 | 24.0 | - | 2 | [rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90](../../configs/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90-b4271aed.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/csl/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90/rotated_retinanet_obb_csl_gaussian_r50_fpn_fp16_1x_dota_le90_20220321_010033.log.json) | +| ResNet50 (1024,1024,200) | 69.55 | oc | 1x | 3.39 | 15.5 | - | 2 | [rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc](../../configs/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc-41fd7805.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/gwd/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_gwd_r50_fpn_1x_dota_oc_20220120_152421.log.json) | +| ResNet50 (1024,1024,200) | 69.60 | le90 | 1x | 3.38 | 15.1 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90-03e02f75.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le90_20220209_173225.log.json) | +| ResNet50 (1024,1024,200) | 69.63 | le135 | 1x | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_1x_dota_le135](../../configs/cfa/cfa_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135-aed1cbc6.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_1x_dota_le135/cfa_r50_fpn_1x_dota_le135_20220205_144859.log.json) | +| ResNet50 (1024,1024,200) | 69.76 | oc | 1x | 3.39 | 15.6 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc-c00be030.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_oc_20220126_081643.log.json) | +| ResNet50 (1024,1024,200) | 69.77 | le135 | 1x | 3.38 | 15.3 | - | 2 | [rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135](../../configs/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135-0eaa4156.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135/rotated_retinanet_hbb_kfiou_r50_fpn_1x_dota_le135_20220209_173257.log.json) | +| ResNet50 (1024,1024,200) | 69.79 | le135 | 1x | 3.38 | 17.2 | - | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_le135](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135/rotated_retinanet_obb_r50_fpn_1x_dota_le135-e4131166.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_le135/rotated_retinanet_obb_r50_fpn_1x_dota_le135_20220128_130755.log.json) | +| ResNet50 (1024,1024,200) | 69.80 | oc | 1x | 3.54 | 12.4 | - | 2 | [r3det_r50_fpn_1x_dota_oc](../../configs/r3det/r3det_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc-b1fb045c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_r50_fpn_1x_dota_oc/r3det_r50_fpn_1x_dota_oc_20220126_191226.log.json) | +| ResNet50 (1024,1024,200) | 69.94 | oc | 1x | 3.39 | 15.6 | - | 2 | [rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc](../../configs/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc-49c1f937.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc/rotated_retinanet_hbb_kld_r50_fpn_1x_dota_oc_20220125_201832.log.json) | +| ResNet50 (1024,1024,200) | 70.18 | oc | 1x | 3.23 | 15.6 | - | 2 | [r3det_tiny_r50_fpn_1x_dota_oc](../../configs/r3det/r3det_tiny_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_tiny_r50_fpn_1x_dota_oc/r3det_tiny_r50_fpn_1x_dota_oc-c98a616c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/r3det/r3det_tiny_r50_fpn_1x_dota_oc/r3det_tiny_r50_fpn_1x_dota_oc_20220209_171624.log.json) | +| ResNet50 (1024,1024,200) | 70.64 | le90 | 1x | 3.12 | 18.2 | - | 2 | [rotated_atss_obb_r50_fpn_1x_dota_le90](../../configs/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90/rotated_atss_obb_r50_fpn_1x_dota_le90-e029ca06.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le90/rotated_atss_obb_r50_fpn_1x_dota_le90_20220402_002048.log.json) | +| ResNet50 (1024,1024,200) | 70.70 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_sep_angle_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90-0be71a0c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90/rotated_fcos_sep_angle_r50_fpn_1x_dota_le90_20220409_023250.log.json) | +| ResNet50 (1024,1024,200) | 71.28 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90/rotated_fcos_r50_fpn_1x_dota_le90-d87568ed.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_r50_fpn_1x_dota_le90/rotated_fcos_r50_fpn_1x_dota_le90_20220413_163526.log.json) | +| ResNet50 (1024,1024,200) | 71.76 | le90 | 1x | 4.23 | | - | 2 | [rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90-4e044ad2.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90/rotated_fcos_csl_gaussian_r50_fpn_1x_dota_le90_20220409_080616.log.json) | +| ResNet50 (1024,1024,200) | 71.83 | oc | 1x | 3.54 | 12.4 | - | 2 | [r3det_kld_r50_fpn_1x_dota_oc](../../configs/kld/r3det_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_kld_r50_fpn_1x_dota_oc/r3det_kld_r50_fpn_1x_dota_oc-31866226.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_kld_r50_fpn_1x_dota_oc/r3det_kld_r50_fpn_1x_dota_oc_20220210_114049.log.json) | +| ResNet50 (1024,1024,200) | 71.89 | le90 | 1x | 4.18 | | - | 2 | [rotated_fcos_kld_r50_fpn_1x_dota_le90](../../configs/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90/rotated_fcos_kld_r50_fpn_1x_dota_le90-ecafdb2b.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_fcos/rotated_fcos_kld_r50_fpn_1x_dota_le90/rotated_fcos_kld_r50_fpn_1x_dota_le90_20220409_202939.log.json) | +| ResNet50 (1024,1024,200) | 72.29 | le135 | 1x | 3.19 | 18.8 | - | 2 | [rotated_atss_obb_r50_fpn_1x_dota_le135](../../configs/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135/rotated_atss_obb_r50_fpn_1x_dota_le135-eab7bc12.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_atss/rotated_atss_obb_r50_fpn_1x_dota_le135/rotated_atss_obb_r50_fpn_1x_dota_le135_20220402_002138.log.json) | +| ResNet50 (1024,1024,200) | 72.68 | oc | 1x | 3.62 | 12.2 | - | 2 | [r3det_kfiou_ln_r50_fpn_1x_dota_oc](../../configs/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc-8e7f049d.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kfiou/r3det_kfiou_ln_r50_fpn_1x_dota_oc/r3det_kfiou_ln_r50_fpn_1x_dota_oc_20220123_074507.log.json) | +| ResNet50 (1024,1024,200) | 72.76 | oc | 1x | 3.44 | 14.0 | - | 2 | [r3det_tiny_kld_r50_fpn_1x_dota_oc](../../configs/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc/r3det_tiny_kld_r50_fpn_1x_dota_oc-589e142a.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/kld/r3det_tiny_kld_r50_fpn_1x_dota_oc/r3det_tiny_kld_r50_fpn_1x_dota_oc_20220209_172917.log.json) | +| ResNet50 (1024,1024,200) | 73.23 | le90 | 1x | 8.45 | 16.4 | - | 2 | [gliding_vertex_r50_fpn_1x_dota_le90](../../configs/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90-12e7423c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/gliding_vertex/gliding_vertex_r50_fpn_1x_dota_le90/gliding_vertex_r50_fpn_1x_dota_le90_20220129_085529.log.json) | +| ResNet50 (1024,1024,200) | 73.40 | le90 | 1x | 8.46 | 16.5 | - | 2 | [rotated_faster_rcnn_r50_fpn_1x_dota_le90](../../configs/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90-0393aa5c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_faster_rcnn/rotated_faster_rcnn_r50_fpn_1x_dota_le90/rotated_faster_rcnn_r50_fpn_1x_dota_le90_20220131_082156.log.json) | +| ResNet50 (1024,1024,200) | 73.45 | oc | 40e | 3.45 | 16.1 | - | 2 | [cfa_r50_fpn_40e_dota_oc](../../configs/cfa/cfa_r50_fpn_40e_dota_oc.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc-2f387232.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/cfa/cfa_r50_fpn_40e_dota_oc/cfa_r50_fpn_40e_dota_oc_20220209_171237.log.json) | +| ResNet50 (1024,1024,200) | 73.91 | le135 | 1x | 3.14 | 15.5 | - | 2 | [s2anet_r50_fpn_1x_dota_le135](../../configs/s2anet/s2anet_r50_fpn_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_1x_dota_le135/s2anet_r50_fpn_1x_dota_le135-5dfcf396.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_1x_dota_le135/s2anet_r50_fpn_1x_dota_le135_20220124_163529.log.json) | +| ResNet50 (1024,1024,200) | 74.19 | le135 | 1x | 2.17 | 17.4 | - | 2 | [s2anet_r50_fpn_fp16_1x_dota_le135](../../configs/s2anet_r50_fpn_fp16_1x_dota_le135.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_fp16_1x_dota_le135/s2anet_r50_fpn_fp16_1x_dota_le135-5cac515c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/s2anet/s2anet_r50_fpn_fp16_1x_dota_le135/s2anet_r50_fpn_fp16_1x_dota_le135_20220303_194910.log.json) | +| ResNet50 (1024,1024,200) | 75.63 | le90 | 1x | 7.37 | 21.2 | - | 2 | [oriented_rcnn_r50_fpn_fp16_1x_dota_le90](../../configs/oriented_rcnn_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_fp16_1x_dota_le90/oriented_rcnn_r50_fpn_fp16_1x_dota_le90-57c88621.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_fp16_1x_dota_le90/oriented_rcnn_r50_fpn_fp16_1x_dota_le90_20220303_195049.log.json) | +| ResNet50 (1024,1024,200) | 75.69 | le90 | 1x | 8.46 | 16.2 | - | 2 | [oriented_rcnn_r50_fpn_1x_dota_le90](../../configs/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90/oriented_rcnn_r50_fpn_1x_dota_le90-6d2b2ce0.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/oriented_rcnn/oriented_rcnn_r50_fpn_1x_dota_le90/oriented_rcnn_r50_fpn_1x_dota_le90_20220127_100150.log.json) | +| ResNet50 (1024,1024,200) | 75.75 | le90 | 1x | 7.56 | 19.3 | - | 2 | [roi_trans_r50_fpn_fp16_1x_dota_le90](../../configs/roi_trans_r50_fpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_fp16_1x_dota_le90/roi_trans_r50_fpn_fp16_1x_dota_le90-62eb88b1.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_fp16_1x_dota_le90/roi_trans_r50_fpn_fp16_1x_dota_le90_20220303_193513.log.json) | +| ReResNet50 (1024,1024,200) | 75.99 | le90 | 1x | 7.71 | 13.3 | - | 2 | [redet_re50_refpn_fp16_1x_dota_le90](../../configs/redet_re50_refpn_fp16_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_refpn_fp16_1x_dota_le90/redet_re50_refpn_fp16_1x_dota_le90-1e34da2d.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_refpn_fp16_1x_dota_le90/redet_re50_refpn_fp16_1x_dota_le90_20220303_194725.log.json) | +| ResNet50 (1024,1024,200) | 76.08 | le90 | 1x | 8.67 | 14.4 | - | 2 | [roi_trans_r50_fpn_1x_dota_le90](../../configs/roi_trans/roi_trans_r50_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_le90/roi_trans_r50_fpn_1x_dota_le90-d1f0b77a.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_le90/roi_trans_r50_fpn_1x_dota_le90_20220130_132727.log.json) | +| ResNet50 (1024,1024,500) | 76.50 | le90 | 1x | | 17.5 | MS+RR | 2 | [rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90](../../configs/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90-1da1ec9c.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/rotated_retinanet/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90/rotated_retinanet_obb_r50_fpn_1x_dota_ms_rr_le90_20220210_114843.log.json) | +| ReResNet50 (1024,1024,200) | 76.68 | le90 | 1x | 9.32 | 10.9 | - | 2 | [redet_re50_refpn_1x_dota_le90](../../configs/redet/redet_re50_refpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_le90/redet_re50_fpn_1x_dota_le90-724ab2da.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_le90/redet_re50_fpn_1x_dota_le90_20220130_132751.log.json) | +| Swin-tiny (1024,1024,200) | 77.51 | le90 | 1x | | 10.9 | - | 2 | [roi_trans_swin_tiny_fpn_1x_dota_le90](../../configs/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90/roi_trans_swin_tiny_fpn_1x_dota_le90-ddeee9ae.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_swin_tiny_fpn_1x_dota_le90/roi_trans_swin_tiny_fpn_1x_dota_le90_20220131_083622.log.json) | +| ResNet50 (1024,1024,500) | 79.66 | le90 | 1x | | 14.4 | MS+RR | 2 | [roi_trans_r50_fpn_1x_dota_ms_rr_le90](../../configs/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90/roi_trans_r50_fpn_1x_dota_ms_rr_le90-fa99496f.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/roi_trans/roi_trans_r50_fpn_1x_dota_ms_rr_le90/roi_trans_r50_fpn_1x_dota_ms_rr_le90_20220205_171729.log.json) | +| ReResNet50 (1024,1024,500) | 79.87 | le90 | 1x | | 10.9 | MS+RR | 2 | [redet_re50_refpn_1x_dota_ms_rr_le90](../../configs/redet/redet_re50_refpn_1x_dota_ms_rr_le90.py) | [model](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_ms_rr_le90/redet_re50_fpn_1x_dota_ms_rr_le90-fc9217b5.pth) \| [log](https://download.openmmlab.com/mmrotate/v0.1.0/redet/redet_re50_fpn_1x_dota_ms_rr_le90/redet_re50_fpn_1x_dota_ms_rr_le90_20220206_105343.log.json) | - `MS` 表示多尺度图像增强。 - `RR` 表示随机旋转增强。 diff --git a/requirements/mminstall.txt b/requirements/mminstall.txt index 65b4408f7..10ea7978d 100644 --- a/requirements/mminstall.txt +++ b/requirements/mminstall.txt @@ -1 +1 @@ -mmcv-full>=1.4.5 +mmcv-full>=1.5.0 diff --git a/setup.py b/setup.py index c1fcfbb05..5421d0d39 100644 --- a/setup.py +++ b/setup.py @@ -190,5 +190,6 @@ def add_mim_extension(): 'tests': parse_requirements('requirements/tests.txt'), 'build': parse_requirements('requirements/build.txt'), 'optional': parse_requirements('requirements/optional.txt'), + 'mim': parse_requirements('requirements/mminstall.txt'), }, zip_safe=False)